Overview

Dataset statistics

Number of variables28
Number of observations7364
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.6 MiB
Average record size in memory224.0 B

Variable types

NUM22
BOOL4
DATE1
CAT1

Reproduction

Analysis started2020-05-13 07:12:52.878621
Analysis finished2020-05-13 07:14:54.005882
Versionpandas-profiling v2.6.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml
SOC is highly correlated with Gids and 1 other fieldsHigh Correlation
Gids is highly correlated with SOC and 1 other fieldsHigh Correlation
Pack Volts is highly correlated with Gids and 1 other fieldsHigh Correlation
SOH is highly correlated with AHrHigh Correlation
AHr is highly correlated with SOHHigh Correlation
Speed has 3078 (41.8%) zeros Zeros
Motor Pwr(w) has 1703 (23.1%) zeros Zeros
Aux Pwr(100w) has 175 (2.4%) zeros Zeros
A/C Pwr(250w) has 2717 (36.9%) zeros Zeros
Est Pwr A/C(50w) has 2711 (36.8%) zeros Zeros
Est Pwr Htr(250w) has 7134 (96.9%) zeros Zeros
Torque Nm has 1672 (22.7%) zeros Zeros

Variables

epoch time
Date

UNIQUE
Distinct count7364
Unique (%)100.0%
Missing0
Missing (%)0.0%
Memory size57.7 KiB
Minimum2018-03-11 16:31:00
Maximum2018-06-15 16:30:00
Histogram

Elv
Real number (ℝ)

Distinct count3945
Unique (%)53.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean379.7132024
Minimum-79.5
Maximum1193.8
Zeros56
Zeros (%)0.8%
Memory size57.7 KiB

Quantile statistics

Minimum-79.5
5-th percentile206
Q1278
median351.6423611
Q3441.803125
95-th percentile647.228125
Maximum1193.8
Range1273.3
Interquartile range (IQR)163.803125

Descriptive statistics

Standard deviation153.3385516
Coefficient of variation (CV)0.403827285
Kurtosis4.183287102
Mean379.7132024
Median Absolute Deviation (MAD)112.23739
Skewness1.494231053
Sum2796208.022
Variance23512.71141
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ -79.5 -39.75 19.91666667 90.7 102. ... 809.76470588 810.21875 874.96875 875.28125 1193.8 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
206 216 2.9%
 
301 142 1.9%
 
265 142 1.9%
 
262 109 1.5%
 
419 106 1.4%
 
295 100 1.4%
 
239 98 1.3%
 
403 98 1.3%
 
429 84 1.1%
 
311 83 1.1%
 
Other values (3935) 6186 84.0%
 
ValueCountFrequency (%) 
-79.5 1 < 0.1%
 
0 56 0.8%
 
39.83333333 1 < 0.1%
 
88 1 < 0.1%
 
88.4 1 < 0.1%
 
ValueCountFrequency (%) 
1193.8 1 < 0.1%
 
1190.923077 1 < 0.1%
 
1184.076923 1 < 0.1%
 
1183.0625 1 < 0.1%
 
1178.642857 1 < 0.1%
 

Speed
Real number (ℝ≥0)

ZEROS
Distinct count1991
Unique (%)27.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean27.40016887
Minimum0
Maximum90.2
Zeros3078
Zeros (%)41.8%
Memory size57.7 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median20.90271493
Q356.6875
95-th percentile65.9375
Maximum90.2
Range90.2
Interquartile range (IQR)56.6875

Descriptive statistics

Standard deviation27.23226228
Coefficient of variation (CV)0.9938720597
Kurtosis-1.764792458
Mean27.40016887
Median Absolute Deviation (MAD)25.98212595
Skewness0.1801655511
Sum201774.8436
Variance741.5961086
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0.00000000e+00 3.12500000e-02 3.26770833e+01 4.25459559e+01 4.64772727e+01 ... 6.90625000e+01 7.01769231e+01 7.29642857e+01 7.30375000e+01 9.02000000e+01], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 3078 41.8%
 
57 124 1.7%
 
59 70 1.0%
 
62 63 0.9%
 
56.9375 44 0.6%
 
55 42 0.6%
 
57.125 37 0.5%
 
57.0625 35 0.5%
 
58 29 0.4%
 
66 29 0.4%
 
Other values (1981) 3813 51.8%
 
ValueCountFrequency (%) 
0 3078 41.8%
 
0.0625 1 < 0.1%
 
0.08333333333 2 < 0.1%
 
0.1111111111 1 < 0.1%
 
0.1176470588 1 < 0.1%
 
ValueCountFrequency (%) 
90.2 1 < 0.1%
 
73.88235294 1 < 0.1%
 
73.82352941 1 < 0.1%
 
73.075 1 < 0.1%
 
73 29 0.4%
 

Gids
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count5387
Unique (%)73.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean24608.83946
Minimum3440
Maximum40160
Zeros0
Zeros (%)0.0%
Memory size57.7 KiB

Quantile statistics

Minimum3440
5-th percentile8988.121212
Q118439.41176
median25347.5
Q331320.90909
95-th percentile37520
Maximum40160
Range36720
Interquartile range (IQR)12881.49733

Descriptive statistics

Standard deviation8549.991112
Coefficient of variation (CV)0.347435771
Kurtosis-0.6739852404
Mean24608.83946
Median Absolute Deviation (MAD)7065.959103
Skewness-0.3149875322
Sum181219493.8
Variance73102348.02
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 3440. 4858.66666667 4910. 6950. 7050.71428571 ... 38637.5 38645. 39757.5 39766.15384615 40160. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
33360 23 0.3%
 
35200 20 0.3%
 
35040 19 0.3%
 
34880 17 0.2%
 
34000 16 0.2%
 
22800 15 0.2%
 
13600 14 0.2%
 
23440 14 0.2%
 
34960 14 0.2%
 
38640 13 0.2%
 
Other values (5377) 7199 97.8%
 
ValueCountFrequency (%) 
3440 2 < 0.1%
 
3520 1 < 0.1%
 
3550 1 < 0.1%
 
3635 1 < 0.1%
 
3700 1 < 0.1%
 
ValueCountFrequency (%) 
40160 2 < 0.1%
 
40056.47059 1 < 0.1%
 
39938.82353 1 < 0.1%
 
39849.41176 1 < 0.1%
 
39840 2 < 0.1%
 

SOC
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count7305
Unique (%)99.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean60.79990219
Minimum8.631357143
Maximum99.3906
Zeros0
Zeros (%)0.0%
Memory size57.7 KiB

Quantile statistics

Minimum8.631357143
5-th percentile22.25025356
Q145.591825
median62.60981771
Q377.37363897
95-th percentile92.68767469
Maximum99.3906
Range90.75924286
Interquartile range (IQR)31.78181397

Descriptive statistics

Standard deviation21.0962421
Coefficient of variation (CV)0.3469782243
Kurtosis-0.6732332851
Mean60.79990219
Median Absolute Deviation (MAD)17.43335519
Skewness-0.3148747211
Sum447730.4797
Variance445.0514307
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 8.63135714 12.04685 12.0734 16.52644524 31.92508643 33.6585625 33.67029063 42.7324 42.7324 99.3906 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
33.6641 10 0.1%
 
86.2899 8 0.1%
 
82.4686 8 0.1%
 
12.0702 7 0.1%
 
97.2007 6 0.1%
 
86.29 5 0.1%
 
86.9006 4 0.1%
 
92.2502 4 0.1%
 
42.7324 4 0.1%
 
98.0554 3 < 0.1%
 
Other values (7295) 7305 99.2%
 
ValueCountFrequency (%) 
8.631357143 1 < 0.1%
 
8.6756625 1 < 0.1%
 
8.7811375 1 < 0.1%
 
8.89114375 1 < 0.1%
 
9.08036875 1 < 0.1%
 
ValueCountFrequency (%) 
99.3906 1 < 0.1%
 
99.34555 1 < 0.1%
 
99.12247647 1 < 0.1%
 
98.81610588 1 < 0.1%
 
98.57484706 1 < 0.1%
 

AHr
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count131
Unique (%)1.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean114.533023
Minimum114.2856
Maximum114.8974
Zeros0
Zeros (%)0.0%
Memory size57.7 KiB

Quantile statistics

Minimum114.2856
5-th percentile114.2971
Q1114.3894
median114.5164
Q3114.678
95-th percentile114.8166
Maximum114.8974
Range0.6118
Interquartile range (IQR)0.2886

Descriptive statistics

Standard deviation0.1664228566
Coefficient of variation (CV)0.001453055654
Kurtosis-1.022880391
Mean114.533023
Median Absolute Deviation (MAD)0.143912412
Skewness0.3096415254
Sum843421.1812
Variance0.0276965672
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[114.2856 114.2856 114.2856 114.8974], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
114.4356 411 5.6%
 
114.4818 355 4.8%
 
114.3317 350 4.8%
 
114.6088 308 4.2%
 
114.4125 299 4.1%
 
114.3894 250 3.4%
 
114.3779 247 3.4%
 
114.3202 209 2.8%
 
114.7011 181 2.5%
 
114.2971 179 2.4%
 
Other values (121) 4575 62.1%
 
ValueCountFrequency (%) 
114.2856 173 2.3%
 
114.2856 15 0.2%
 
114.2856 4 0.1%
 
114.2856 1 < 0.1%
 
114.2971 179 2.4%
 
ValueCountFrequency (%) 
114.8974 111 1.5%
 
114.8974 57 0.8%
 
114.8974 1 < 0.1%
 
114.8397 87 1.2%
 
114.8311933 1 < 0.1%
 

Pack Volts
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count7253
Unique (%)98.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean362.7815219
Minimum315.5533333
Maximum403.52
Zeros0
Zeros (%)0.0%
Memory size57.7 KiB

Quantile statistics

Minimum315.5533333
5-th percentile334.5545357
Q1347.8886667
median360.937735
Q3377.3651562
95-th percentile395.7889688
Maximum403.52
Range87.96666667
Interquartile range (IQR)29.47648958

Descriptive statistics

Standard deviation18.86312191
Coefficient of variation (CV)0.05199581781
Kurtosis-0.8460302314
Mean362.7815219
Median Absolute Deviation (MAD)15.89327866
Skewness0.2219642229
Sum2671523.127
Variance355.8173684
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[315.55333333 324.41979167 329.87970588 332.03349206 342.13878472 357.6 357.6 371.075 371.075 403.52 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
403.01 12 0.2%
 
355.58 6 0.1%
 
402.24 4 0.1%
 
385.92 4 0.1%
 
358.37 3 < 0.1%
 
355.68 3 < 0.1%
 
361.44 3 < 0.1%
 
361.73 3 < 0.1%
 
348.1563636 2 < 0.1%
 
344.244375 2 < 0.1%
 
Other values (7243) 7322 99.4%
 
ValueCountFrequency (%) 
315.5533333 1 < 0.1%
 
316.465 1 < 0.1%
 
317.5066667 1 < 0.1%
 
317.69 1 < 0.1%
 
317.7763636 1 < 0.1%
 
ValueCountFrequency (%) 
403.52 1 < 0.1%
 
403.39 1 < 0.1%
 
403.2 1 < 0.1%
 
403.134375 1 < 0.1%
 
403.1 1 < 0.1%
 

Pack Amps
Real number (ℝ)

Distinct count7337
Unique (%)99.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean12.554205
Minimum-123.0324
Maximum143.7525
Zeros12
Zeros (%)0.2%
Memory size57.7 KiB

Quantile statistics

Minimum-123.0324
5-th percentile-104.5684239
Q11.357716667
median23.1641
Q344.10004044
95-th percentile70.10592157
Maximum143.7525
Range266.7849
Interquartile range (IQR)42.74232377

Descriptive statistics

Standard deviation49.00662958
Coefficient of variation (CV)3.903602784
Kurtosis1.066729026
Mean12.554205
Median Absolute Deviation (MAD)35.51444391
Skewness-1.241661095
Sum92449.1656
Variance2401.649742
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-123.0324 -121.61738487 -119.23503125 -118.04791387 -117.28049583 ... 72.2839359 80.18382353 92.92579044 104.00047222 143.7525 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 12 0.2%
 
0.03033333333 4 0.1%
 
42.777 2 < 0.1%
 
0.01 2 < 0.1%
 
36.04025 2 < 0.1%
 
37.551 2 < 0.1%
 
0.026 2 < 0.1%
 
0.0182 2 < 0.1%
 
11.4185625 2 < 0.1%
 
0.0075 2 < 0.1%
 
Other values (7327) 7332 99.6%
 
ValueCountFrequency (%) 
-123.0324 1 < 0.1%
 
-122.832375 1 < 0.1%
 
-122.492875 1 < 0.1%
 
-122.0512 1 < 0.1%
 
-122.050375 1 < 0.1%
 
ValueCountFrequency (%) 
143.7525 1 < 0.1%
 
126.1695 1 < 0.1%
 
125.2065 1 < 0.1%
 
121.1136429 1 < 0.1%
 
119.7307 1 < 0.1%
 

CP mV Diff
Real number (ℝ≥0)

Distinct count1468
Unique (%)19.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean17.94309857
Minimum6.125
Maximum48
Zeros0
Zeros (%)0.0%
Memory size57.7 KiB

Quantile statistics

Minimum6.125
5-th percentile13.17727273
Q116
median17.30769231
Q318.94117647
95-th percentile25.85357143
Maximum48
Range41.875
Interquartile range (IQR)2.941176471

Descriptive statistics

Standard deviation4.007472823
Coefficient of variation (CV)0.2233434101
Kurtosis6.779243208
Mean17.94309857
Median Absolute Deviation (MAD)2.602318527
Skewness1.782863734
Sum132132.9779
Variance16.05983843
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 6.125 7.875 8.97058824 9.93095238 9.94097222 ... 22.51470588 24.13392857 29.13809524 36.03571429 48. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
17 123 1.7%
 
18 109 1.5%
 
16 103 1.4%
 
19 77 1.0%
 
15 67 0.9%
 
16.5 67 0.9%
 
17.75 60 0.8%
 
18.5 58 0.8%
 
17.5 51 0.7%
 
16.25 47 0.6%
 
Other values (1458) 6602 89.7%
 
ValueCountFrequency (%) 
6.125 1 < 0.1%
 
6.428571429 1 < 0.1%
 
6.666666667 1 < 0.1%
 
7 3 < 0.1%
 
7.2 1 < 0.1%
 
ValueCountFrequency (%) 
48 1 < 0.1%
 
47 1 < 0.1%
 
46 2 < 0.1%
 
45.66666667 1 < 0.1%
 
43.75 1 < 0.1%
 

Pack T1 C
Real number (ℝ≥0)

Distinct count6347
Unique (%)86.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean30.96554832
Minimum2.3
Maximum50.0875
Zeros0
Zeros (%)0.0%
Memory size57.7 KiB

Quantile statistics

Minimum2.3
5-th percentile12.96253846
Q122.0109375
median32.1375
Q340.03647059
95-th percentile46.42261538
Maximum50.0875
Range47.7875
Interquartile range (IQR)18.02553309

Descriptive statistics

Standard deviation10.75785851
Coefficient of variation (CV)0.3474137903
Kurtosis-0.9445474173
Mean30.96554832
Median Absolute Deviation (MAD)9.274419003
Skewness-0.2980000015
Sum228030.2978
Variance115.7315197
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 2.3 2.35 4.675 9.70714286 11.8 11.8 50.0875 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
39 19 0.3%
 
37.8 12 0.2%
 
36.5 10 0.1%
 
22 7 0.1%
 
39.1 7 0.1%
 
40.5 7 0.1%
 
38.1 7 0.1%
 
42 7 0.1%
 
38.2 7 0.1%
 
43 6 0.1%
 
Other values (6337) 7275 98.8%
 
ValueCountFrequency (%) 
2.3 4 0.1%
 
2.4 1 < 0.1%
 
2.5 1 < 0.1%
 
3.4 1 < 0.1%
 
3.9 1 < 0.1%
 
ValueCountFrequency (%) 
50.0875 1 < 0.1%
 
50.08125 1 < 0.1%
 
50.04705882 1 < 0.1%
 
50.03529412 1 < 0.1%
 
50.03333333 1 < 0.1%
 

12v Bat Amps
Real number (ℝ)

Distinct count5364
Unique (%)72.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.4475379653
Minimum-22.47714286
Maximum26.2975
Zeros1
Zeros (%)< 0.1%
Memory size57.7 KiB

Quantile statistics

Minimum-22.47714286
5-th percentile-1.3253125
Q1-0.5233333333
median-0.425
Q3-0.1994025735
95-th percentile1.53141875
Maximum26.2975
Range48.77464286
Interquartile range (IQR)0.3239307598

Descriptive statistics

Standard deviation2.55889908
Coefficient of variation (CV)-5.717725151
Kurtosis26.31266229
Mean-0.4475379653
Median Absolute Deviation (MAD)0.820146055
Skewness-2.146565627
Sum-3295.669577
Variance6.547964503
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-22.47714286 -17.7125 -6.30641176 -0.81133333 -0.6653125 -0.64 -0.64 26.2975 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.51 22 0.3%
 
-0.48 16 0.2%
 
-0.52 16 0.2%
 
-0.5 16 0.2%
 
-0.54 16 0.2%
 
-0.43 15 0.2%
 
-0.44 14 0.2%
 
-0.47 13 0.2%
 
-0.535 11 0.1%
 
-0.53 11 0.1%
 
Other values (5354) 7214 98.0%
 
ValueCountFrequency (%) 
-22.47714286 1 < 0.1%
 
-22.19272727 1 < 0.1%
 
-21.49 1 < 0.1%
 
-21.44666667 1 < 0.1%
 
-21.354 1 < 0.1%
 
ValueCountFrequency (%) 
26.2975 1 < 0.1%
 
22.75933333 1 < 0.1%
 
21.555 1 < 0.1%
 
18.81125 1 < 0.1%
 
16.985625 1 < 0.1%
 

Hx
Real number (ℝ≥0)

Distinct count1837
Unique (%)24.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean114.1589893
Minimum104.29
Maximum118.78
Zeros0
Zeros (%)0.0%
Memory size57.7 KiB

Quantile statistics

Minimum104.29
5-th percentile104.69
Q1111.73
median114.96
Q3117.83
95-th percentile118.44
Maximum118.78
Range14.49
Interquartile range (IQR)6.1

Descriptive statistics

Standard deviation4.176805554
Coefficient of variation (CV)0.03658761854
Kurtosis-0.1681806243
Mean114.1589893
Median Absolute Deviation (MAD)3.34063684
Skewness-0.9474168712
Sum840666.7973
Variance17.44570463
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[104.29 104.29 104.2925 104.5395 104.54 104.54 118.78 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
118.19 125 1.7%
 
118.35 108 1.5%
 
114.69 107 1.5%
 
114.19 105 1.4%
 
115.08 99 1.3%
 
118.3 94 1.3%
 
115.72 94 1.3%
 
117.67 94 1.3%
 
113.29 88 1.2%
 
114.92 87 1.2%
 
Other values (1827) 6363 86.4%
 
ValueCountFrequency (%) 
104.29 18 0.2%
 
104.29 5 0.1%
 
104.295 1 < 0.1%
 
104.31 3 < 0.1%
 
104.3190909 1 < 0.1%
 
ValueCountFrequency (%) 
118.78 3 < 0.1%
 
118.78 32 0.4%
 
118.7755556 1 < 0.1%
 
118.7705556 1 < 0.1%
 
118.77 3 < 0.1%
 

Odo(km)
Real number (ℝ≥0)

Distinct count4963
Unique (%)67.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5065.902498
Minimum0
Maximum11205.83398
Zeros34
Zeros (%)0.5%
Memory size57.7 KiB

Quantile statistics

Minimum0
5-th percentile1197.11
Q12508.5
median3919.15625
Q38914.435547
95-th percentile10776.9388
Maximum11205.83398
Range11205.83398
Interquartile range (IQR)6405.935547

Descriptive statistics

Standard deviation3246.589497
Coefficient of variation (CV)0.6408709008
Kurtosis-1.062157337
Mean5065.902498
Median Absolute Deviation (MAD)2766.252357
Skewness0.6583836626
Sum37305306
Variance10540343.36
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0. 351.66666667 938.26363636 998.88461538 999.33333333 ... 11042.59361979 11043.62235754 11104.15439262 11137.57161458 11205.83398438], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
8967.242188 67 0.9%
 
1515 55 0.7%
 
2346 55 0.7%
 
10819.59277 53 0.7%
 
4069 53 0.7%
 
3348 53 0.7%
 
10008.48535 51 0.7%
 
1645 47 0.6%
 
1135 46 0.6%
 
3488 44 0.6%
 
Other values (4953) 6840 92.9%
 
ValueCountFrequency (%) 
0 34 0.5%
 
703.3333333 1 < 0.1%
 
937.8 1 < 0.1%
 
938.7272727 1 < 0.1%
 
939 4 0.1%
 
ValueCountFrequency (%) 
11205.83398 3 < 0.1%
 
11205.23047 1 < 0.1%
 
11204.22461 1 < 0.1%
 
11202.61621 2 < 0.1%
 
11201.10151 1 < 0.1%
 

TP-FL
Boolean

CONSTANT
REJECTED
Distinct count1
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size57.7 KiB
0
7364
ValueCountFrequency (%) 
0 7364 100.0%
 

TP-FR
Boolean

CONSTANT
REJECTED
Distinct count1
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size57.7 KiB
0
7364
ValueCountFrequency (%) 
0 7364 100.0%
 

TP-RR
Boolean

CONSTANT
REJECTED
Distinct count1
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size57.7 KiB
0
7364
ValueCountFrequency (%) 
0 7364 100.0%
 

TP-RL
Boolean

CONSTANT
REJECTED
Distinct count1
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size57.7 KiB
0
7364
ValueCountFrequency (%) 
0 7364 100.0%
 

Ambient
Real number (ℝ)

Distinct count1592
Unique (%)21.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-5.333561248
Minimum-16.19791667
Maximum30.55555556
Zeros3
Zeros (%)< 0.1%
Memory size57.7 KiB

Quantile statistics

Minimum-16.19791667
5-th percentile-13.88888889
Q1-11.11111111
median-8.888888889
Q31.5
95-th percentile12
Maximum30.55555556
Range46.75347222
Interquartile range (IQR)12.61111111

Descriptive statistics

Standard deviation8.244745404
Coefficient of variation (CV)-1.545823704
Kurtosis-0.01412539254
Mean-5.333561248
Median Absolute Deviation (MAD)6.766962112
Skewness1.087516929
Sum-39276.34503
Variance67.97582677
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-16.19791667 -15.83333333 -15.83333333 30.55555556], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-9.722222222 231 3.1%
 
-8.888888889 190 2.6%
 
-11.11111111 188 2.6%
 
-9.166666667 187 2.5%
 
-9.444444444 183 2.5%
 
-12.5 181 2.5%
 
-11.38888889 159 2.2%
 
-8.611111111 156 2.1%
 
-8.333333333 153 2.1%
 
5.5 140 1.9%
 
Other values (1582) 5596 76.0%
 
ValueCountFrequency (%) 
-16.19791667 1 < 0.1%
 
-16.16319444 1 < 0.1%
 
-16.11111111 4 0.1%
 
-16.05902778 1 < 0.1%
 
-16.02777778 1 < 0.1%
 
ValueCountFrequency (%) 
30.55555556 2 < 0.1%
 
30 1 < 0.1%
 
18 2 < 0.1%
 
17.57692308 1 < 0.1%
 
17.5 7 0.1%
 

SOH
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count118
Unique (%)1.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean99.21456545
Minimum99
Maximum99.53
Zeros0
Zeros (%)0.0%
Memory size57.7 KiB

Quantile statistics

Minimum99
5-th percentile99.01
Q199.09
median99.2
Q399.34
95-th percentile99.46
Maximum99.53
Range0.53
Interquartile range (IQR)0.25

Descriptive statistics

Standard deviation0.1443731666
Coefficient of variation (CV)0.001455161003
Kurtosis-1.017031556
Mean99.21456545
Median Absolute Deviation (MAD)0.1248036412
Skewness0.3128064262
Sum730616.06
Variance0.02084361123
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[99. 99.005 99.025 99.03 99.035 99.04 99.04 99.53 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
99.13 376 5.1%
 
99.28 370 5.0%
 
99.17 367 5.0%
 
99.04 364 4.9%
 
99.11 277 3.8%
 
99.23 258 3.5%
 
99.08 250 3.4%
 
99.09 241 3.3%
 
99.03 239 3.2%
 
99.27 226 3.1%
 
Other values (108) 4396 59.7%
 
ValueCountFrequency (%) 
99 193 2.6%
 
99.01 179 2.4%
 
99.02 190 2.6%
 
99.03 239 3.2%
 
99.03 3 < 0.1%
 
ValueCountFrequency (%) 
99.53 1 < 0.1%
 
99.53 168 2.3%
 
99.48 175 2.4%
 
99.47 10 0.1%
 
99.46 6 0.1%
 

Motor Pwr(w)
Real number (ℝ≥0)

ZEROS
Distinct count5049
Unique (%)68.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7898.733569
Minimum0
Maximum38020
Zeros1703
Zeros (%)23.1%
Memory size57.7 KiB

Quantile statistics

Minimum0
5-th percentile0
Q1291.1764706
median7673.137255
Q312955.625
95-th percentile19479.25
Maximum38020
Range38020
Interquartile range (IQR)12664.44853

Descriptive statistics

Standard deviation6797.300541
Coefficient of variation (CV)0.8605557436
Kurtosis-0.5443108487
Mean7898.733569
Median Absolute Deviation (MAD)5792.785215
Skewness0.4798282854
Sum58166274
Variance46203294.64
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0.00000000e+00 2.35294118e+00 3.41666667e+01 2.41250000e+02 4.83866667e+03 ... 1.94882857e+04 2.17766667e+04 2.51295833e+04 2.87746405e+04 3.80200000e+04], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 1703 23.1%
 
12085 5 0.1%
 
10320 4 0.1%
 
6760 4 0.1%
 
7160 4 0.1%
 
1880 4 0.1%
 
16775 4 0.1%
 
5560 4 0.1%
 
200 4 0.1%
 
18425 4 0.1%
 
Other values (5039) 5624 76.4%
 
ValueCountFrequency (%) 
0 1703 23.1%
 
4.705882353 1 < 0.1%
 
5 1 < 0.1%
 
6.666666667 1 < 0.1%
 
7.272727273 1 < 0.1%
 
ValueCountFrequency (%) 
38020 1 < 0.1%
 
34640 1 < 0.1%
 
34305.71429 1 < 0.1%
 
33492.5 1 < 0.1%
 
32664 1 < 0.1%
 

Aux Pwr(100w)
Real number (ℝ≥0)

ZEROS
Distinct count263
Unique (%)3.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean226.453231
Minimum0
Maximum680
Zeros175
Zeros (%)2.4%
Memory size57.7 KiB

Quantile statistics

Minimum0
5-th percentile100
Q1200
median200
Q3300
95-th percentile400
Maximum680
Range680
Interquartile range (IQR)100

Descriptive statistics

Standard deviation89.79931727
Coefficient of variation (CV)0.3965468581
Kurtosis0.7840204594
Mean226.453231
Median Absolute Deviation (MAD)70.29258647
Skewness0.08326386811
Sum1667601.593
Variance8063.917383
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0. 2.77777778 35.68181818 97.36842105 102.5 ... 403.125 451.47058824 492.85714286 503.33333333 680. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
200 3104 42.2%
 
300 2220 30.1%
 
100 846 11.5%
 
400 255 3.5%
 
0 175 2.4%
 
500 98 1.3%
 
212.5 24 0.3%
 
206.25 20 0.3%
 
218.75 19 0.3%
 
237.5 14 0.2%
 
Other values (253) 589 8.0%
 
ValueCountFrequency (%) 
0 175 2.4%
 
5.555555556 1 < 0.1%
 
5.882352941 1 < 0.1%
 
6.666666667 1 < 0.1%
 
7.692307692 1 < 0.1%
 
ValueCountFrequency (%) 
680 1 < 0.1%
 
620 1 < 0.1%
 
550 1 < 0.1%
 
514.2857143 1 < 0.1%
 
506.6666667 1 < 0.1%
 

A/C Pwr(250w)
Real number (ℝ≥0)

ZEROS
Distinct count350
Unique (%)4.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean182.7337165
Minimum0
Maximum3772.727273
Zeros2717
Zeros (%)36.9%
Memory size57.7 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median90.90909091
Q3250
95-th percentile500
Maximum3772.727273
Range3772.727273
Interquartile range (IQR)250

Descriptive statistics

Standard deviation270.4829594
Coefficient of variation (CV)1.480202804
Kurtosis40.13149521
Mean182.7337165
Median Absolute Deviation (MAD)181.3841876
Skewness4.442053786
Sum1345651.088
Variance73161.03134
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0. 5.95238095 13.52339181 14.29738562 16.14583333 ... 757.35294118 992.1875 1008.33333333 1572.91666667 3772.72727273], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 2717 36.9%
 
500 638 8.7%
 
250 624 8.5%
 
125 146 2.0%
 
62.5 127 1.7%
 
78.125 105 1.4%
 
187.5 97 1.3%
 
46.875 94 1.3%
 
93.75 92 1.2%
 
109.375 92 1.2%
 
Other values (340) 2632 35.7%
 
ValueCountFrequency (%) 
0 2717 36.9%
 
11.9047619 1 < 0.1%
 
12.5 1 < 0.1%
 
13.15789474 1 < 0.1%
 
13.88888889 6 0.1%
 
ValueCountFrequency (%) 
3772.727273 1 < 0.1%
 
3750 3 < 0.1%
 
3687.5 1 < 0.1%
 
3675 1 < 0.1%
 
3500 1 < 0.1%
 

Est Pwr A/C(50w)
Real number (ℝ≥0)

ZEROS
Distinct count1025
Unique (%)13.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.340969893
Minimum0
Maximum34.8
Zeros2711
Zeros (%)36.8%
Memory size57.7 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median2
Q35.8
95-th percentile10.04722222
Maximum34.8
Range34.8
Interquartile range (IQR)5.8

Descriptive statistics

Standard deviation3.955008834
Coefficient of variation (CV)1.183790624
Kurtosis4.432543967
Mean3.340969893
Median Absolute Deviation (MAD)3.150609975
Skewness1.618791751
Sum24602.90229
Variance15.64209487
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0. 0.0625 0.17156863 0.1889881 0.23303167 ... 10.02777778 12.06458333 16.02941176 19.20238095 34.8 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 2711 36.8%
 
6 210 2.9%
 
4 84 1.1%
 
5 83 1.1%
 
9 67 0.9%
 
2 44 0.6%
 
1 40 0.5%
 
3 36 0.5%
 
8 35 0.5%
 
8.5 35 0.5%
 
Other values (1015) 4019 54.6%
 
ValueCountFrequency (%) 
0 2711 36.8%
 
0.125 1 < 0.1%
 
0.1666666667 2 < 0.1%
 
0.1764705882 7 0.1%
 
0.1875 9 0.1%
 
ValueCountFrequency (%) 
34.8 1 < 0.1%
 
29 3 < 0.1%
 
28.5 2 < 0.1%
 
28.4 1 < 0.1%
 
28.3125 1 < 0.1%
 

Est Pwr Htr(250w)
Real number (ℝ≥0)

ZEROS
Distinct count116
Unique (%)1.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean15.30370748
Minimum0
Maximum2545.454545
Zeros7134
Zeros (%)96.9%
Memory size57.7 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum2545.454545
Range2545.454545
Interquartile range (IQR)0

Descriptive statistics

Standard deviation119.7968132
Coefficient of variation (CV)7.827960209
Kurtosis184.1812255
Mean15.30370748
Median Absolute Deviation (MAD)29.65216178
Skewness12.17993745
Sum112696.5019
Variance14351.27646
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0. 6.94444444 32.29166667 234.375 257.8125 492.64705882 511.36363636 757.35294118 2545.45454545], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 7134 96.9%
 
500 48 0.7%
 
250 36 0.5%
 
2250 5 0.1%
 
750 4 0.1%
 
62.5 4 0.1%
 
22.72727273 3 < 0.1%
 
343.75 3 < 0.1%
 
83.33333333 3 < 0.1%
 
323.5294118 2 < 0.1%
 
Other values (106) 122 1.7%
 
ValueCountFrequency (%) 
0 7134 96.9%
 
13.88888889 1 < 0.1%
 
14.70588235 2 < 0.1%
 
15.625 2 < 0.1%
 
16.66666667 1 < 0.1%
 
ValueCountFrequency (%) 
2545.454545 1 < 0.1%
 
2250 5 0.1%
 
2075 1 < 0.1%
 
1900 1 < 0.1%
 
1890.625 1 < 0.1%
 

Motor Temp
Real number (ℝ≥0)

Distinct count2034
Unique (%)27.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean35.25864673
Minimum5
Maximum68.70588235
Zeros0
Zeros (%)0.0%
Memory size57.7 KiB

Quantile statistics

Minimum5
5-th percentile15.86791667
Q127.5
median37
Q343.75367647
95-th percentile50
Maximum68.70588235
Range63.70588235
Interquartile range (IQR)16.25367647

Descriptive statistics

Standard deviation10.77794961
Coefficient of variation (CV)0.3056824527
Kurtosis-0.3710494589
Mean35.25864673
Median Absolute Deviation (MAD)8.866594765
Skewness-0.4021828382
Sum259644.6745
Variance116.1641978
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 5. 6.88888889 7.125 7.88461538 8.125 ... 51.96666667 52.03125 55.04166667 64.65522876 68.70588235], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
44 184 2.5%
 
40 170 2.3%
 
45 162 2.2%
 
41 158 2.1%
 
42 158 2.1%
 
27 151 2.1%
 
35 139 1.9%
 
31 138 1.9%
 
43 134 1.8%
 
19 131 1.8%
 
Other values (2024) 5839 79.3%
 
ValueCountFrequency (%) 
5 3 < 0.1%
 
6 8 0.1%
 
6.1 1 < 0.1%
 
6.333333333 1 < 0.1%
 
6.777777778 1 < 0.1%
 
ValueCountFrequency (%) 
68.70588235 1 < 0.1%
 
68.47058824 1 < 0.1%
 
67.58823529 1 < 0.1%
 
66.47058824 1 < 0.1%
 
66.27777778 1 < 0.1%
 

Torque Nm
Real number (ℝ)

ZEROS
Distinct count4186
Unique (%)56.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean13.12674803
Minimum-48.75
Maximum105.25
Zeros1672
Zeros (%)22.7%
Memory size57.7 KiB

Quantile statistics

Minimum-48.75
5-th percentile-2.035294118
Q10
median13.70643939
Q322.19583333
95-th percentile33.77569444
Maximum105.25
Range154
Interquartile range (IQR)22.19583333

Descriptive statistics

Standard deviation12.93433646
Coefficient of variation (CV)0.985342023
Kurtosis0.9316795942
Mean13.12674803
Median Absolute Deviation (MAD)10.6655583
Skewness0.3426314174
Sum96665.3725
Variance167.2970597
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-48.75 -25.0625 -16.3203125 -8.6484375 -2.40451389 ... 35.4359375 39.325 46.61488095 59.66421569 105.25 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 1672 22.7%
 
19.75 10 0.1%
 
15.25 9 0.1%
 
21.5 9 0.1%
 
27.25 8 0.1%
 
22.25 8 0.1%
 
21 8 0.1%
 
23 8 0.1%
 
22 8 0.1%
 
14.25 7 0.1%
 
Other values (4176) 5617 76.3%
 
ValueCountFrequency (%) 
-48.75 1 < 0.1%
 
-41.9 1 < 0.1%
 
-37.75 1 < 0.1%
 
-36.57352941 1 < 0.1%
 
-36.5 1 < 0.1%
 
ValueCountFrequency (%) 
105.25 1 < 0.1%
 
103.4264706 1 < 0.1%
 
77 1 < 0.1%
 
75.19444444 1 < 0.1%
 
72.75 1 < 0.1%
 
Distinct count4
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size57.7 KiB
0
3928
7
1346
5
1338
10
 
752
ValueCountFrequency (%) 
0 3928 53.3%
 
7 1346 18.3%
 
5 1338 18.2%
 
10 752 10.2%
 

Length

Max length2
Mean length1.102118414
Min length1
ValueCountFrequency (%) 
Decimal_Number 4 100.0%
 
ValueCountFrequency (%) 
Common 4 100.0%
 
ValueCountFrequency (%) 
ASCII 4 100.0%
 

range
Real number (ℝ≥0)

Distinct count7304
Unique (%)99.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean121.0134709
Minimum4.423167662
Maximum499.0770314
Zeros0
Zeros (%)0.0%
Memory size57.7 KiB

Quantile statistics

Minimum4.423167662
5-th percentile31.50008342
Q168.56900758
median105.5380041
Q3145.6380722
95-th percentile289.59271
Maximum499.0770314
Range494.6538637
Interquartile range (IQR)77.06906458

Descriptive statistics

Standard deviation79.96753699
Coefficient of variation (CV)0.6608151671
Kurtosis4.24981623
Mean121.0134709
Median Absolute Deviation (MAD)56.24236902
Skewness1.819995562
Sum891143.1997
Variance6394.806973
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 4.42316766 15.221187 19.38759805 19.43032629 27.73305235 ... 158.63208862 202.07065588 273.50882479 361.8382685 499.0770314 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
54.17731934 10 0.1%
 
132.7208414 8 0.1%
 
138.8706506 8 0.1%
 
19.42517637 7 0.1%
 
156.4299465 6 0.1%
 
157.805458 5 0.1%
 
138.8708115 5 0.1%
 
148.4628594 4 0.1%
 
139.8534806 4 0.1%
 
68.77138794 4 0.1%
 
Other values (7294) 7303 99.2%
 
ValueCountFrequency (%) 
4.423167662 1 < 0.1%
 
5.555443223 1 < 0.1%
 
5.992150536 1 < 0.1%
 
6.768807402 1 < 0.1%
 
7.218340276 1 < 0.1%
 
ValueCountFrequency (%) 
499.0770314 1 < 0.1%
 
498.8771752 1 < 0.1%
 
498.5252092 1 < 0.1%
 
498.2833191 1 < 0.1%
 
498.0454366 1 < 0.1%
 

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Missing values

Sample

First rows

epoch timeElvSpeedGidsSOCAHrPack VoltsPack AmpsCP mV DiffPack T1 C12v Bat AmpsHxOdo(km)TP-FLTP-FRTP-RRTP-RLAmbientSOHMotor Pwr(w)Aux Pwr(100w)A/C Pwr(250w)Est Pwr A/C(50w)Est Pwr Htr(250w)Motor TempTorque Nmdriver_aggressionrange
02018-03-11 16:31:00361.90000056.30000037128.00000091.354650114.8974385.95700038.81690019.2000009.390000-0.459000104.29937.8000000.00.00.00.06.00000099.5311408.000000300.0500.00000011.1000000.027.70000019.4750005147.021606
12018-03-11 16:32:00340.09090954.90909136880.00000090.788673114.8974384.40181841.43554519.4545459.445455-0.467273104.29938.7272730.00.00.00.06.00000099.5313287.272727300.0500.00000010.3636360.028.09090915.5909090148.744242
22018-03-11 16:33:00337.0909098.81818236843.63636490.672982114.8974390.110000-0.43381818.0000009.563636-0.555455104.29939.0000000.00.00.00.06.00000099.53247.272727300.0363.6363647.6363640.029.000000-4.2954550213.750546
32018-03-11 16:34:00329.5555563.00000036800.00000090.641856114.8974390.1444444.61155618.8888899.555556-0.556667104.29939.0000000.00.00.00.06.00000099.531128.888889300.0388.8888898.3333330.028.222222-8.5555560145.874470
42018-03-11 16:35:00333.5454550.00000036800.00000090.593609114.8974390.7036362.30945518.7272739.536364-0.511818104.29939.0000000.00.00.00.06.00000099.530.000000300.0363.6363647.7272730.026.5454550.0000000145.796825
52018-03-11 16:36:00336.1818181.00000036800.00000090.559418114.8974390.7554553.40800018.1818189.572727-0.515455104.29939.0000000.00.00.00.06.00000099.53385.454545300.0340.9090916.3636360.024.090909-0.1818180145.741800
62018-03-11 16:37:00324.81818216.36363636749.09090990.433800114.8974388.60818220.55600019.3636369.572727-0.498182104.29939.4545450.00.00.00.06.00000099.536760.000000300.0454.5454559.0000000.023.00000020.6136360327.231871
72018-03-11 16:38:00341.72727355.72727336436.36363689.650100114.8974381.22454562.38290918.9090919.745455-0.489091104.29940.1818180.00.00.00.06.00000099.5318930.909091300.0500.00000010.0000000.024.18181831.681818583.195193
82018-03-11 16:39:00368.45454555.72727336109.09090988.881364114.8974380.99727343.30263617.8181829.954545-0.485455104.29941.0909090.00.00.00.06.00000099.5314312.727273300.0500.00000010.5454550.025.36363615.9090915105.109168
92018-03-11 16:40:00367.63636430.63636435970.90909188.551400114.8974384.09545518.95336418.27272710.063636-0.515455104.29942.0000000.00.00.00.05.95454599.538283.636364300.0454.5454558.9090910.027.27272711.0909090243.970134

Last rows

epoch timeElvSpeedGidsSOCAHrPack VoltsPack AmpsCP mV DiffPack T1 C12v Bat AmpsHxOdo(km)TP-FLTP-FRTP-RRTP-RLAmbientSOHMotor Pwr(w)Aux Pwr(100w)A/C Pwr(250w)Est Pwr A/C(50w)Est Pwr Htr(250w)Motor TempTorque Nmdriver_aggressionrange
73542018-06-15 16:20:00305.00.021840.00000054.090141114.2971353.91764711.30852915.76470642.894118-0.509412118.66000011199.3974610.00.00.00.0-10.00000099.015176.470588300.0176.4705883.4117650.040.6470597.147059045.075118
73552018-06-15 16:21:00305.00.021783.52941253.926565114.2971353.68000014.04588214.11764742.711765-0.518824118.66000011200.8174980.00.00.00.0-10.00000099.015261.176471300.0191.1764713.7647060.039.7647067.1617650468.146208
73562018-06-15 16:22:00305.00.021661.17647153.621082114.2971352.53470633.24617615.70588242.564706-0.508824118.65882411201.1015050.00.00.00.0-10.00000099.019155.294118300.0147.0588242.8823530.038.05882424.382353049.851592
73572018-06-15 16:23:00305.00.021463.52941253.169724114.2971352.31529424.55964715.88235342.411765-0.510588118.65000011202.6162110.00.00.00.0-10.00000099.018480.000000300.0176.4705883.2941180.037.47058814.0588240178.431192
73582018-06-15 16:24:00305.00.021422.22222253.001811114.2971353.4127781.77333314.83333342.338889-0.511111118.65000011202.6162110.00.00.00.0-10.04629699.011611.111111300.0208.3333333.8888890.036.722222-1.083333085.298465
73592018-06-15 16:26:00305.00.021265.88235352.645924114.2971352.78176512.10858815.88235342.088235-0.513529118.64294111204.2246090.00.00.00.0-10.27777899.014327.058824300.0191.1764713.3529410.035.7058827.029412076.513519
73602018-06-15 16:27:00305.00.021200.00000052.504906114.2971353.2806252.34762515.37500042.050000-0.523125118.64000011205.2304690.00.00.00.0-10.27777899.012930.000000300.0187.5000003.6250000.035.000000-1.2187500374.511212
73612018-06-15 16:28:00305.00.021138.46153852.364208114.2971352.75538515.64700015.23076941.984615-0.520769118.64000011205.8339840.00.00.00.0-10.27777899.017566.153846300.0153.8461543.0769230.035.6153858.3653850224.612235
73622018-06-15 16:29:00305.00.021080.00000052.188217114.2971352.60083310.04516714.66666741.966667-0.543333118.64000011205.8339840.00.00.00.0-10.27777899.013723.333333300.0208.3333333.8333330.036.16666718.125000083.989106
73632018-06-15 16:30:00305.00.021033.33333352.086267114.2971353.1858331.03333314.91666741.883333-2.200000118.64000011205.8339840.00.00.00.0-10.27777899.01406.666667175.0104.1666672.3333330.037.000000-10.562500083.825033